AI can help with threat assessment, but only if the reasoning stays reviewable....

https://telegra.ph/How-to-Balance-Privacy-and-Safety-When-Using-LLMs-for-Incident-Review-10-25

AI can help with threat assessment, but only if the reasoning stays reviewable. This piece walks through a governance routine that does that. When two models disagree on a risk rating, the disagreement gets logged, not averaged away